{"id":"W3158135488","doi":"10.21203/rs.3.rs-46079/v1","title":"Determination of Localized Skin Temperature of the Transtibial Residual Limb","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Hamadan University of Medical Sciences","keywords":"Residual; Skin temperature; Medicine; Biomedical engineering; Mathematics; Algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635244,0.0002827389,0.0002409434,0.0002788451,0.0001543553,0.0003294619,0.0001427809,0.0001782025,0.00224593],"category_scores_gemma":[0.0005660361,0.0001270656,0.0002375395,0.0002492249,0.0001699761,0.0002082636,0.0001930338,0.0002761632,0.0003627157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000905506,"about_ca_system_score_gemma":0.00008550038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003964574,"about_ca_topic_score_gemma":0.0007489827,"domain_scores_codex":[0.9997908,0.00006394304,0.00001556569,0.00005789778,0.00005052892,0.00002122673],"domain_scores_gemma":[0.9994988,0.00009072064,0.0002215337,0.00003911033,0.00009749924,0.00005234803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001764736,0.0004528646,0.7186586,0.0005251401,0.0001864158,0.0006905588,0.001325039,0.0003933639,0.238539,0.00006109933,0.0002947313,0.03710855],"study_design_scores_gemma":[0.00001054197,0.001573771,0.9880038,0.00002599157,0.00004371351,0.001465834,0.0005658163,0.0002824765,0.007717068,0.00002273048,0.0002794845,0.000008711841],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983137,0.0002480447,0.0008956205,0.00000715464,0.000003354947,0.0000201168,0.00008986496,0.000006886963,0.0004153345],"genre_scores_gemma":[0.9987687,0.0001036503,0.0007099296,0.00001469065,0.000003861423,0.00002249621,0.0000731144,0.000002416622,0.000301085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00224593,"threshold_uncertainty_score":0.007513404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012727512253687,"score_gpt":0.3900056282663659,"score_spread":0.339878353143829,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}